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Topographical Tools for Filtering and Segmentation 2: Flooding and Marker-based Segmentation on Node - or Edge-weighted Graphs

Name: Topographical Tools for Filtering and Segmentation 2: Flooding and Marker-based Segmentation on Node - or Edge-weighted Graphs
Brand: ISTE Ltd
SKU: 21134565
Price: 61963 HUF
Availability: InStock
Author: Fernand Meyer
ISBN: 9781786304070

Fernand Meyer

Language

English

Book Hardback

Libristo code: 21134565

Publishers ISTE Ltd, February 2019

Mathematical morphology has developed a powerful methodology for segmenting images, based on connect... Full description

Libristo code: 21134565

417 b

61 963 Ft

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Mathematical morphology has developed a powerful methodology for segmenting images, based on connected filters and watersheds. We have chosen the abstract framework of node- or edge-weighted graphs for an extensive mathematical and algorithmic description of these tools. Volume 2 proposes two physical models for describing valid flooding on a node- or edge-weighted graph, and establishes how to pass from one to another. Many new flooding algorithms are derived, allowing parallel and local flooding of graphs. Watersheds and flooding are then combined for solving real problems. Their ability to model a real hydrographic basin represented by its digital elevation model constitutes a good validity check of the underlying physical models. The last part of Volume 2 explains why so many different watershed partitions exist for the same graph. Marker-based segmentation is the method of choice for curbing this proliferation. This book proposes new algorithms combining the advantages of the previous methods which treated node- and edge-weighted graphs differently.